Triple

T12780889
Position Surface form Disambiguated ID Type / Status
Subject Leader of the Opposition (Pakistan) E305502 entity
Predicate officeHoldersInclude P537 FINISHED
Object Raja Riaz Ahmad
Raja Riaz Ahmad is a Pakistani politician who has served in both provincial and national legislatures and became a prominent parliamentary leader at the federal level.
E1004903 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Raja Riaz Ahmad | Statement: [Leader of the Opposition (Pakistan), officeHoldersInclude, Raja Riaz Ahmad]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Raja Riaz Ahmad
Context triple: [Leader of the Opposition (Pakistan), officeHoldersInclude, Raja Riaz Ahmad]
  • A. Samad Iqbal
    Samad Iqbal is a central character in Zadie Smith’s novel "White Teeth," portrayed as a Bangladeshi Muslim immigrant in London struggling with cultural identity, faith, and generational conflict.
  • B. Ghulam Qadir
    Ghulam Qadir was an 18th-century Rohilla chieftain notorious for his brutal treatment of the Mughal emperor Shah Alam II and his role in the empire’s violent decline.
  • C. Mohammad Azam Khan
    Mohammad Azam Khan was a 19th-century Afghan royal prince and political figure from the Barakzai dynasty, known primarily as a son of Emir Dost Mohammad Khan.
  • D. Shujaat Husain Khan
    Shujaat Husain Khan is a renowned Indian sitar virtuoso and composer, celebrated for his contributions to Hindustani classical music and his cross-cultural collaborations.
  • E. Nawab Hamidullah Khan
    Nawab Hamidullah Khan was the last ruling Nawab of the princely state of Bhopal, known for navigating its transition during the final years of British rule and the integration of Bhopal into independent India.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Raja Riaz Ahmad
Triple: [Leader of the Opposition (Pakistan), officeHoldersInclude, Raja Riaz Ahmad]
Generated description
Raja Riaz Ahmad is a Pakistani politician who has served in both provincial and national legislatures and became a prominent parliamentary leader at the federal level.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Raja Riaz Ahmad
Target entity description: Raja Riaz Ahmad is a Pakistani politician who has served in both provincial and national legislatures and became a prominent parliamentary leader at the federal level.
  • A. Samad Iqbal
    Samad Iqbal is a central character in Zadie Smith’s novel "White Teeth," portrayed as a Bangladeshi Muslim immigrant in London struggling with cultural identity, faith, and generational conflict.
  • B. Ghulam Qadir
    Ghulam Qadir was an 18th-century Rohilla chieftain notorious for his brutal treatment of the Mughal emperor Shah Alam II and his role in the empire’s violent decline.
  • C. Mohammad Azam Khan
    Mohammad Azam Khan was a 19th-century Afghan royal prince and political figure from the Barakzai dynasty, known primarily as a son of Emir Dost Mohammad Khan.
  • D. Shujaat Husain Khan
    Shujaat Husain Khan is a renowned Indian sitar virtuoso and composer, celebrated for his contributions to Hindustani classical music and his cross-cultural collaborations.
  • E. Nawab Hamidullah Khan
    Nawab Hamidullah Khan was the last ruling Nawab of the princely state of Bhopal, known for navigating its transition during the final years of British rule and the integration of Bhopal into independent India.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d7bdf2b43c819098ae5aa68e61ea58 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e5a5680819095dcd491486d23e7 completed April 10, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f68ebc75bc81908bad7fb06af674a9 completed May 2, 2026, 11:54 p.m.
NEDg Description generation batch_69f68fb6790881908c1d6f53b54906a2 completed May 2, 2026, 11:58 p.m.
NED2 Entity disambiguation (via description) batch_69f690c0bd208190bd1f04a9640ad1ce completed May 3, 2026, 12:03 a.m.
Created at: April 9, 2026, 5:29 p.m.